Big data analytics;
Exports;
Firm level data;
Flash Eurobarometer 486;
D22;
F14;
D O I:
10.1007/s11079-024-09777-2
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
The use of big data analytics (including data mining and predictive analytics) by firms can be expected to increase productivity and reduce trade costs, which should be positively related to export activities. This paper uses firm level data from the Flash Eurobarometer 486 survey conducted in February - May 2020 to investigate the link between the use of big data analytics and export activities in manufacturing enterprises from the 27 member countries of the European Union. We find that firms which use big data analytics do more often export, do more often export to various destinations all over the world, and do export to more different destinations. The estimated big data analytics premia for exports are statistically highly significant after controlling for firm size, firm age, patents, and country. Furthermore, the size of these premia can be considered to be large. Successful exporters tend to use big data analytics.
机构:
Univ Ljubljana, Fac Econ, Kardeljeva Ploscad 17, SI-1000 Ljubljana, Slovenia
NOVA IMS, Campus Campolide, P-1070312 Lisbon, PortugalUniv Ljubljana, Fac Econ, Kardeljeva Ploscad 17, SI-1000 Ljubljana, Slovenia
Popovic, Ales
Hackney, Ray
论文数: 0引用数: 0
h-index: 0
机构:
Brunel Univ London, Brunel Business Sch, Uxbridge UB8 3PH, Middx, EnglandUniv Ljubljana, Fac Econ, Kardeljeva Ploscad 17, SI-1000 Ljubljana, Slovenia
Hackney, Ray
Tassabehji, Rana
论文数: 0引用数: 0
h-index: 0
机构:
Univ Bradford, Sch Management, Emm Lane, Bradford BD9 4JL, W Yorkshire, EnglandUniv Ljubljana, Fac Econ, Kardeljeva Ploscad 17, SI-1000 Ljubljana, Slovenia
Tassabehji, Rana
Castelli, Mauro
论文数: 0引用数: 0
h-index: 0
机构:
NOVA IMS, Campus Campolide, P-1070312 Lisbon, PortugalUniv Ljubljana, Fac Econ, Kardeljeva Ploscad 17, SI-1000 Ljubljana, Slovenia
机构:
Univ Ljubljana, Inst Econ Res, Ljubljana, Slovenia
Katholieke Univ Leuven, Vives, Leuven, BelgiumUniv Ljubljana, Inst Econ Res, Ljubljana, Slovenia
Damijan, Joze
Haller, Stefanie A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Coll Dublin, Econ & Social Res Inst, Dublin 2, IrelandUniv Ljubljana, Inst Econ Res, Ljubljana, Slovenia
Haller, Stefanie A.
Kaitila, Ville
论文数: 0引用数: 0
h-index: 0
机构:
ETLA Res Inst Finnish Econ, Helsinki, FinlandUniv Ljubljana, Inst Econ Res, Ljubljana, Slovenia
Kaitila, Ville
Kostevc, Crt
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ljubljana, Inst Econ Res, Ljubljana, SloveniaUniv Ljubljana, Inst Econ Res, Ljubljana, Slovenia
Kostevc, Crt
Maliranta, Mika
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jyvaskyla, ETLA Res Inst Finnish Econ, Jyvaskyla, FinlandUniv Ljubljana, Inst Econ Res, Ljubljana, Slovenia
Maliranta, Mika
Milet, Emmanuel
论文数: 0引用数: 0
h-index: 0
机构:
Paris Sch Econ, Paris, FranceUniv Ljubljana, Inst Econ Res, Ljubljana, Slovenia
Milet, Emmanuel
Mirza, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tours, CEPII, Tours, France
Banque France, Tours, FranceUniv Ljubljana, Inst Econ Res, Ljubljana, Slovenia
Mirza, Daniel
Rojec, Matija
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ljubljana, Ljubljana, SloveniaUniv Ljubljana, Inst Econ Res, Ljubljana, Slovenia
机构:
Cent Bank Republ Turkey, Res & Monetary Policy Dept, Ankara, Turkey
Arastirma & Politikasi Gen Mudurlugu, Saray Mh Kucuksu Cad 64, Istanbul, TurkeyCent Bank Republ Turkey, Res & Monetary Policy Dept, Ankara, Turkey
机构:
Univ Wollongong, Sch Business, Wollongong, NSW 2522, Australia
North South Univ, Sch Business & Econ, Dept Mkt & Int Business, Dhaka 1229, Bangladesh
Univ Melbourne, Fac Business & Econ, Dept Management & Mkt, Melbourne, Vic 3010, AustraliaUniv Wollongong, Sch Business, Wollongong, NSW 2522, Australia
Hossain, Md Afnan
Agnihotri, Raj
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Ivy Coll Business, Dept Mkt, Ames, IA 50011 USAUniv Wollongong, Sch Business, Wollongong, NSW 2522, Australia
Agnihotri, Raj
Rushan, Md Rifayat Islam
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Alliance Manchester Business Sch, Manchester M15 6PB, Lancs, EnglandUniv Wollongong, Sch Business, Wollongong, NSW 2522, Australia
Rushan, Md Rifayat Islam
Rahman, Muhammad Sabbir
论文数: 0引用数: 0
h-index: 0
机构:
North South Univ, Sch Business & Econ, Dept Mkt & Int Business, Dhaka 1229, BangladeshUniv Wollongong, Sch Business, Wollongong, NSW 2522, Australia